Pandas Profiling Report

Dataset statistics

Number of variables	23
Number of observations	1000
Missing cells	633
Missing cells (%)	2.8%
Duplicate rows	33
Duplicate rows (%)	3.3%
Total size in memory	179.8 KiB
Average record size in memory	184.1 B

Variable types

Categorical	9
Numeric	11
Text	3

Alerts

Dataset has 33 (3.3%) duplicate rows	Duplicates
`DBP` is highly overall correlated with `SBP`	High correlation
`Dolor` is highly overall correlated with `dolor_NRS`	High correlation
`Error_Triaje` is highly overall correlated with `Grupo_De_Error`	High correlation
`Grupo` is highly overall correlated with `RR` and 1 other fields	High correlation
`Grupo_De_Error` is highly overall correlated with `Error_Triaje`	High correlation
`KTAS_enfermera` is highly overall correlated with `KTAS_experto`	High correlation
`KTAS_experto` is highly overall correlated with `KTAS_enfermera`	High correlation
`RR` is highly overall correlated with `Grupo`	High correlation
`SBP` is highly overall correlated with `DBP`	High correlation
`Saturacion` is highly overall correlated with `Grupo`	High correlation
`dolor_NRS` is highly overall correlated with `Dolor`	High correlation
`Estado_Mental` is highly imbalanced (78.4%)	Imbalance
`Error_Triaje` is highly imbalanced (53.4%)	Imbalance
`SBP` has 17 (1.7%) missing values	Missing
`DBP` has 21 (2.1%) missing values	Missing
`HR` has 12 (1.2%) missing values	Missing
`RR` has 15 (1.5%) missing values	Missing
`BT` has 11 (1.1%) missing values	Missing
`Saturacion` has 556 (55.6%) missing values	Missing
`Grupo_De_Error` has 851 (85.1%) zeros	Zeros
`Duracion_Estancia_Min` has 15 (1.5%) zeros	Zeros

Reproduction

Analysis started	2024-09-13 20:32:46.613516
Analysis finished	2024-09-13 20:33:03.089585
Duration	16.48 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

Grupo
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

1	550
2	450

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	550	55.0%
2	450	45.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	550	55.0%
2	450	45.0%

Most occurring characters

Value	Count	Frequency (%)
1	550	55.0%
2	450	45.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	550	55.0%
2	450	45.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	550	55.0%
2	450	45.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	550	55.0%
2	450	45.0%

Sexo
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

2	514
1	486

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	514	51.4%
1	486	48.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	514	51.4%
1	486	48.6%

Most occurring characters

Value	Count	Frequency (%)
2	514	51.4%
1	486	48.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	514	51.4%
1	486	48.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	514	51.4%
1	486	48.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	514	51.4%
1	486	48.6%

Edad
Real number (ℝ)

Distinct	78
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.892

Minimum	16
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	16
5-th percentile	22
Q1	36
median	56
Q3	70.25
95-th percentile	82
Maximum	94
Range	78
Interquartile range (IQR)	34.25

Descriptive statistics

Standard deviation	19.826483
Coefficient of variation (CV)	0.36789288
Kurtosis	-1.1073081
Mean	53.892
Median Absolute Deviation (MAD)	16
Skewness	-0.20869706
Sum	53892
Variance	393.08943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	26	2.6%
68	24	2.4%
22	23	2.3%
79	23	2.3%
74	23	2.3%
75	22	2.2%
69	21	2.1%
57	21	2.1%
81	20	2.0%
72	20	2.0%
Other values (68)	777	77.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
16	8	0.8%
17	4	0.4%
18	8	0.8%
19	10	1.0%
20	10	1.0%
21	9	0.9%
22	23	2.3%
23	7	0.7%
24	18	1.8%
25	13	1.3%

Value	Count	Frequency (%)
94	1	0.1%
93	1	0.1%
92	1	0.1%
90	1	0.1%
89	1	0.1%
88	8	0.8%
87	4	0.4%
86	8	0.8%
85	5	0.5%
84	5	0.5%

Modo_Llegada
Real number (ℝ)

Distinct	7
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.811

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	7
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.79618648
Coefficient of variation (CV)	0.28323959
Kurtosis	2.1607592
Mean	2.811
Median Absolute Deviation (MAD)	0
Skewness	0.1129183
Sum	2811
Variance	0.63391291
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	588	58.8%
2	220	22.0%
4	122	12.2%
1	60	6.0%
6	7	0.7%
5	2	0.2%
7	1	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	60	6.0%
2	220	22.0%
3	588	58.8%
4	122	12.2%
5	2	0.2%
6	7	0.7%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	7	0.7%
5	2	0.2%
4	122	12.2%
3	588	58.8%
2	220	22.0%
1	60	6.0%

Lesion
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

1	800
2	200

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	2
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	800	80.0%
2	200	20.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	800	80.0%
2	200	20.0%

Most occurring characters

Value	Count	Frequency (%)
1	800	80.0%
2	200	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	800	80.0%
2	200	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	800	80.0%
2	200	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	800	80.0%
2	200	20.0%

Queja_Principal
Text

Distinct	347
Distinct (%)	34.7%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	37
Median length	26
Mean length	12.239
Min length	2

Characters and Unicode

Total characters	12239
Distinct characters	61
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	214 ?
Unique (%)	21.4%

Sample

1st row	ant. chest pain
2nd row	headache
3rd row	ant. chest pain
4th row	headache
5th row	fever & chill

Value	Count	Frequency (%)
pain	325	16.3%
chest	81	4.1%
abd	80	4.0%
dizziness	57	2.9%
	53	2.7%
dyspnea	48	2.4%
weakness	38	1.9%
lt	38	1.9%
ant	37	1.9%
injury	36	1.8%
Other values (274)	1206	60.3%

Most occurring characters

Value	Count	Frequency (%)
a	1216	9.9%
e	1090	8.9%
i	1074	8.8%
n	1052	8.6%
	1001	8.2%
s	664	5.4%
t	617	5.0%
p	530	4.3%
d	453	3.7%
r	449	3.7%
Other values (51)	4093	33.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	12239	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	1216	9.9%
e	1090	8.9%
i	1074	8.8%
n	1052	8.6%
	1001	8.2%
s	664	5.4%
t	617	5.0%
p	530	4.3%
d	453	3.7%
r	449	3.7%
Other values (51)	4093	33.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	12239	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	1216	9.9%
e	1090	8.9%
i	1074	8.8%
n	1052	8.6%
	1001	8.2%
s	664	5.4%
t	617	5.0%
p	530	4.3%
d	453	3.7%
r	449	3.7%
Other values (51)	4093	33.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	12239	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	1216	9.9%
e	1090	8.9%
i	1074	8.8%
n	1052	8.6%
	1001	8.2%
s	664	5.4%
t	617	5.0%
p	530	4.3%
d	453	3.7%
r	449	3.7%
Other values (51)	4093	33.4%

Estado_Mental
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

1	936
2	33
3	23
4	8

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	936	93.6%
2	33	3.3%
3	23	2.3%
4	8	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	936	93.6%
2	33	3.3%
3	23	2.3%
4	8	0.8%

Most occurring characters

Value	Count	Frequency (%)
1	936	93.6%
2	33	3.3%
3	23	2.3%
4	8	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	936	93.6%
2	33	3.3%
3	23	2.3%
4	8	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	936	93.6%
2	33	3.3%
3	23	2.3%
4	8	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	936	93.6%
2	33	3.3%
3	23	2.3%
4	8	0.8%

Dolor
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

1	562
0	438

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	562	56.2%
0	438	43.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	562	56.2%
0	438	43.8%

Most occurring characters

Value	Count	Frequency (%)
1	562	56.2%
0	438	43.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	562	56.2%
0	438	43.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	562	56.2%
0	438	43.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	562	56.2%
0	438	43.8%

dolor_NRS
Categorical

HIGH CORRELATION

Distinct	11
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

#BOÞ!	440
3	209
4	111
5	109
6	59
Other values (6)	72

Length

Max length	5
Median length	1
Mean length	2.763
Min length	1

Characters and Unicode

Total characters	2763
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	2
2nd row	4
3rd row	3
4th row	4
5th row	#BOÞ!

Common Values

Value	Count	Frequency (%)
#BOÞ!	440	44.0%
3	209	20.9%
4	111	11.1%
5	109	10.9%
6	59	5.9%
2	31	3.1%
7	27	2.7%
8	8	0.8%
10	3	0.3%
1	2	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
boþ	440	44.0%
3	209	20.9%
4	111	11.1%
5	109	10.9%
6	59	5.9%
2	31	3.1%
7	27	2.7%
8	8	0.8%
10	3	0.3%
1	2	0.2%

Most occurring characters

Value	Count	Frequency (%)
#	440	15.9%
B	440	15.9%
O	440	15.9%
Þ	440	15.9%
!	440	15.9%
3	209	7.6%
4	111	4.0%
5	109	3.9%
6	59	2.1%
2	31	1.1%
Other values (5)	44	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2763	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
#	440	15.9%
B	440	15.9%
O	440	15.9%
Þ	440	15.9%
!	440	15.9%
3	209	7.6%
4	111	4.0%
5	109	3.9%
6	59	2.1%
2	31	1.1%
Other values (5)	44	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2763	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
#	440	15.9%
B	440	15.9%
O	440	15.9%
Þ	440	15.9%
!	440	15.9%
3	209	7.6%
4	111	4.0%
5	109	3.9%
6	59	2.1%
2	31	1.1%
Other values (5)	44	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2763	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
#	440	15.9%
B	440	15.9%
O	440	15.9%
Þ	440	15.9%
!	440	15.9%
3	209	7.6%
4	111	4.0%
5	109	3.9%
6	59	2.1%
2	31	1.1%
Other values (5)	44	1.6%

SBP
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	124
Distinct (%)	12.6%
Missing	17
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	133.48525

Minimum	50
Maximum	275
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	50
5-th percentile	100
Q1	114
median	130
Q3	150
95-th percentile	182
Maximum	275
Range	225
Interquartile range (IQR)	36

Descriptive statistics

Standard deviation	27.156136
Coefficient of variation (CV)	0.20343923
Kurtosis	1.0065791
Mean	133.48525
Median Absolute Deviation (MAD)	20
Skewness	0.61089959
Sum	131216
Variance	737.45574
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
120	96	9.6%
110	85	8.5%
140	71	7.1%
100	68	6.8%
130	60	6.0%
160	35	3.5%
150	33	3.3%
132	12	1.2%
136	12	1.2%
180	11	1.1%
Other values (114)	500	50.0%
(Missing)	17	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	1	0.1%
60	2	0.2%
65	1	0.1%
70	4	0.4%
75	1	0.1%
80	7	0.7%
86	3	0.3%
90	11	1.1%
91	3	0.3%
93	1	0.1%

Value	Count	Frequency (%)
275	1	0.1%
233	1	0.1%
221	1	0.1%
220	1	0.1%
214	1	0.1%
213	1	0.1%
211	1	0.1%
210	2	0.2%
206	1	0.1%
205	2	0.2%

DBP
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	78
Distinct (%)	8.0%
Missing	21
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	79.566905

Minimum	31
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	31
5-th percentile	60
Q1	70
median	80
Q3	90
95-th percentile	101
Maximum	160
Range	129
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.174593
Coefficient of variation (CV)	0.19071488
Kurtosis	1.0347037
Mean	79.566905
Median Absolute Deviation (MAD)	10
Skewness	0.36899589
Sum	77896
Variance	230.26827
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	134	13.4%
70	108	10.8%
60	93	9.3%
100	79	7.9%
90	73	7.3%
76	20	2.0%
77	20	2.0%
71	16	1.6%
72	16	1.6%
78	14	1.4%
Other values (68)	406	40.6%
(Missing)	21	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
31	1	0.1%
33	1	0.1%
36	1	0.1%
40	3	0.3%
44	1	0.1%
45	4	0.4%
47	1	0.1%
50	6	0.6%
52	1	0.1%
53	2	0.2%

Value	Count	Frequency (%)
160	1	0.1%
154	1	0.1%
136	1	0.1%
131	1	0.1%
123	1	0.1%
122	1	0.1%
120	1	0.1%
117	1	0.1%
115	2	0.2%
114	1	0.1%

HR
Real number (ℝ)

MISSING

Distinct	87
Distinct (%)	8.8%
Missing	12
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	84.40081

Minimum	32
Maximum	148
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	32
5-th percentile	60
Q1	73
median	82
Q3	96
95-th percentile	111
Maximum	148
Range	116
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	16.297428
Coefficient of variation (CV)	0.19309564
Kurtosis	0.16194673
Mean	84.40081
Median Absolute Deviation (MAD)	11
Skewness	0.36895414
Sum	83388
Variance	265.60616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	74	7.4%
100	43	4.3%
78	37	3.7%
76	35	3.5%
88	34	3.4%
84	34	3.4%
68	31	3.1%
74	30	3.0%
72	30	3.0%
90	29	2.9%
Other values (77)	611	61.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
32	1	0.1%
35	1	0.1%
37	1	0.1%
48	1	0.1%
50	3	0.3%
51	2	0.2%
52	1	0.1%
53	2	0.2%
54	4	0.4%
56	4	0.4%

Value	Count	Frequency (%)
148	1	0.1%
140	1	0.1%
137	2	0.2%
135	1	0.1%
131	1	0.1%
130	1	0.1%
128	2	0.2%
127	1	0.1%
126	2	0.2%
125	1	0.1%

RR
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	10
Distinct (%)	1.0%
Missing	15
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	19.450761

Minimum	14
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	14
5-th percentile	16
Q1	18
median	20
Q3	20
95-th percentile	22
Maximum	30
Range	16
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0698823
Coefficient of variation (CV)	0.10641652
Kurtosis	4.5644118
Mean	19.450761
Median Absolute Deviation (MAD)	0
Skewness	0.94443693
Sum	19159
Variance	4.2844125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
20	615	61.5%
18	151	15.1%
16	137	13.7%
22	39	3.9%
24	23	2.3%
28	11	1.1%
26	4	0.4%
30	3	0.3%
23	1	0.1%
14	1	0.1%
(Missing)	15	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.1%
16	137	13.7%
18	151	15.1%
20	615	61.5%
22	39	3.9%
23	1	0.1%
24	23	2.3%
26	4	0.4%
28	11	1.1%
30	3	0.3%

Value	Count	Frequency (%)
30	3	0.3%
28	11	1.1%
26	4	0.4%
24	23	2.3%
23	1	0.1%
22	39	3.9%
20	615	61.5%
18	151	15.1%
16	137	13.7%
14	1	0.1%

BT
Real number (ℝ)

MISSING

Distinct	37
Distinct (%)	3.7%
Missing	11
Missing (%)	1.1%
Infinite	0
Infinite (%)	0.0%
Mean	36.562993

Minimum	35
Maximum	39.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	35
5-th percentile	36
Q1	36.2
median	36.5
Q3	36.8
95-th percentile	37.5
Maximum	39.8
Range	4.8
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.51969855
Coefficient of variation (CV)	0.014213786
Kurtosis	5.810235
Mean	36.562993
Median Absolute Deviation (MAD)	0.3
Skewness	1.7543191
Sum	36160.8
Variance	0.27008658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
36	153	15.3%
36.5	122	12.2%
36.4	104	10.4%
36.6	96	9.6%
36.3	79	7.9%
36.2	78	7.8%
36.8	65	6.5%
36.7	52	5.2%
36.9	40	4.0%
37	38	3.8%
Other values (27)	162	16.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35	1	0.1%
35.5	2	0.2%
35.6	2	0.2%
35.7	4	0.4%
35.8	1	0.1%
35.9	1	0.1%
36	153	15.3%
36.1	27	2.7%
36.2	78	7.8%
36.3	79	7.9%

Value	Count	Frequency (%)
39.8	1	0.1%
39.5	2	0.2%
39.4	1	0.1%
39	1	0.1%
38.7	2	0.2%
38.5	2	0.2%
38.4	4	0.4%
38.3	1	0.1%
38.2	1	0.1%
38.1	6	0.6%

Saturacion
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	19
Distinct (%)	4.3%
Missing	556
Missing (%)	55.6%
Infinite	0
Infinite (%)	0.0%
Mean	97.047297

Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	20
5-th percentile	93
Q1	97
median	98
Q3	99
95-th percentile	99
Maximum	100
Range	80
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.7611119
Coefficient of variation (CV)	0.049059707
Kurtosis	160.17907
Mean	97.047297
Median Absolute Deviation (MAD)	1
Skewness	-10.8945
Sum	43089
Variance	22.668187
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
98	176	17.6%
99	93	9.3%
97	71	7.1%
96	36	3.6%
100	19	1.9%
95	15	1.5%
94	10	1.0%
90	6	0.6%
93	3	0.3%
92	3	0.3%
Other values (9)	12	1.2%
(Missing)	556	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1	0.1%
68	1	0.1%
74	1	0.1%
76	1	0.1%
78	1	0.1%
85	1	0.1%
86	2	0.2%
88	2	0.2%
90	6	0.6%
91	2	0.2%

Value	Count	Frequency (%)
100	19	1.9%
99	93	9.3%
98	176	17.6%
97	71	7.1%
96	36	3.6%
95	15	1.5%
94	10	1.0%
93	3	0.3%
92	3	0.3%
91	2	0.2%

KTAS_enfermera
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

4	400
3	363
2	166
5	59
1	12

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
4	400	40.0%
3	363	36.3%
2	166	16.6%
5	59	5.9%
1	12	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	400	40.0%
3	363	36.3%
2	166	16.6%
5	59	5.9%
1	12	1.2%

Most occurring characters

Value	Count	Frequency (%)
4	400	40.0%
3	363	36.3%
2	166	16.6%
5	59	5.9%
1	12	1.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	400	40.0%
3	363	36.3%
2	166	16.6%
5	59	5.9%
1	12	1.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	400	40.0%
3	363	36.3%
2	166	16.6%
5	59	5.9%
1	12	1.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	400	40.0%
3	363	36.3%
2	166	16.6%
5	59	5.9%
1	12	1.2%

Diagnostico_En_Urgencias
Text

Distinct	489
Distinct (%)	48.9%
Missing	1
Missing (%)	0.1%
Memory size	7.9 KiB

Length

Max length	99
Median length	61
Mean length	24.265265
Min length	4

Characters and Unicode

Total characters	24241
Distinct characters	68
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	323 ?
Unique (%)	32.3%

Sample

1st row	Ischaemic chest pain
2nd row	Subarachnoid haemorrhage, unspecified
3rd row	Contusion of front wall of thorax
4th row	Headache
5th row	Fever

Value	Count	Frequency (%)
of	224	7.1%
unspecified	135	4.3%
acute	99	3.2%
pain	88	2.8%
and	58	1.8%
other	42	1.3%
gastroenteritis	41	1.3%
with	37	1.2%
nos	35	1.1%
chest	34	1.1%
Other values (624)	2349	74.8%

Most occurring characters

Value	Count	Frequency (%)
e	2317	9.6%
	2143	8.8%
i	2083	8.6%
a	1870	7.7%
n	1565	6.5%
r	1499	6.2%
t	1490	6.1%
o	1475	6.1%
s	1351	5.6%
c	1090	4.5%
Other values (58)	7358	30.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	24241	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	2317	9.6%
	2143	8.8%
i	2083	8.6%
a	1870	7.7%
n	1565	6.5%
r	1499	6.2%
t	1490	6.1%
o	1475	6.1%
s	1351	5.6%
c	1090	4.5%
Other values (58)	7358	30.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	24241	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	2317	9.6%
	2143	8.8%
i	2083	8.6%
a	1870	7.7%
n	1565	6.5%
r	1499	6.2%
t	1490	6.1%
o	1475	6.1%
s	1351	5.6%
c	1090	4.5%
Other values (58)	7358	30.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	24241	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	2317	9.6%
	2143	8.8%
i	2083	8.6%
a	1870	7.7%
n	1565	6.5%
r	1499	6.2%
t	1490	6.1%
o	1475	6.1%
s	1351	5.6%
c	1090	4.5%
Other values (58)	7358	30.4%

Disposicion
Real number (ℝ)

Distinct	7
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.61

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	5
Maximum	7
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.1615719
Coefficient of variation (CV)	0.72147322
Kurtosis	8.668019
Mean	1.61
Median Absolute Deviation (MAD)	0
Skewness	2.848138
Sum	1610
Variance	1.3492492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	633	63.3%
2	288	28.8%
5	28	2.8%
4	22	2.2%
7	17	1.7%
6	6	0.6%
3	6	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	633	63.3%
2	288	28.8%
3	6	0.6%
4	22	2.2%
5	28	2.8%
6	6	0.6%
7	17	1.7%

Value	Count	Frequency (%)
7	17	1.7%
6	6	0.6%
5	28	2.8%
4	22	2.2%
3	6	0.6%
2	288	28.8%
1	633	63.3%

KTAS_experto
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

3	391
4	369
2	171
5	50
1	19

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	3
3rd row	4
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
3	391	39.1%
4	369	36.9%
2	171	17.1%
5	50	5.0%
1	19	1.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	391	39.1%
4	369	36.9%
2	171	17.1%
5	50	5.0%
1	19	1.9%

Most occurring characters

Value	Count	Frequency (%)
3	391	39.1%
4	369	36.9%
2	171	17.1%
5	50	5.0%
1	19	1.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	391	39.1%
4	369	36.9%
2	171	17.1%
5	50	5.0%
1	19	1.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	391	39.1%
4	369	36.9%
2	171	17.1%
5	50	5.0%
1	19	1.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	391	39.1%
4	369	36.9%
2	171	17.1%
5	50	5.0%
1	19	1.9%

Grupo_De_Error
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.569

Minimum	0
Maximum	9
Zeros	851
Zeros (%)	85.1%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	4
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5873748
Coefficient of variation (CV)	2.7897624
Kurtosis	9.9224709
Mean	0.569
Median Absolute Deviation (MAD)	0
Skewness	3.1430416
Sum	569
Variance	2.5197588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	851	85.1%
4	50	5.0%
2	39	3.9%
1	16	1.6%
5	11	1.1%
8	9	0.9%
7	7	0.7%
6	6	0.6%
3	6	0.6%
9	5	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	851	85.1%
1	16	1.6%
2	39	3.9%
3	6	0.6%
4	50	5.0%
5	11	1.1%
6	6	0.6%
7	7	0.7%
8	9	0.9%
9	5	0.5%

Value	Count	Frequency (%)
9	5	0.5%
8	9	0.9%
7	7	0.7%
6	6	0.6%
5	11	1.1%
4	50	5.0%
3	6	0.6%
2	39	3.9%
1	16	1.6%
0	851	85.1%

Duracion_Estancia_Min
Real number (ℝ)

ZEROS

Distinct	618
Distinct (%)	61.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12792.48

Minimum	0
Maximum	709510
Zeros	15
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	34.95
Q1	132.75
median	270.5
Q3	620
95-th percentile	10100.9
Maximum	709510
Range	709510
Interquartile range (IQR)	487.25

Descriptive statistics

Standard deviation	87721.151
Coefficient of variation (CV)	6.8572436
Kurtosis	57.628865
Mean	12792.48
Median Absolute Deviation (MAD)	178.5
Skewness	7.7083186
Sum	12792480
Variance	7.6950004 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	1.5%
129	7	0.7%
46	7	0.7%
182	7	0.7%
183	6	0.6%
83	6	0.6%
172	6	0.6%
161	5	0.5%
96	5	0.5%
174	5	0.5%
Other values (608)	931	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	1.5%
1	2	0.2%
4	1	0.1%
12	1	0.1%
16	2	0.2%
19	1	0.1%
20	2	0.2%
21	4	0.4%
22	1	0.1%
23	4	0.4%

Value	Count	Frequency (%)
709510	1	0.1%
700875	1	0.1%
700427	1	0.1%
700092	1	0.1%
699878	1	0.1%
699861	1	0.1%
699667	1	0.1%
699303	1	0.1%
699091	1	0.1%
698919	1	0.1%

Duracion_KTAS_Min
Text

Distinct	335
Distinct (%)	33.5%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	5
Median length	4
Mean length	4.116
Min length	4

Characters and Unicode

Total characters	4116
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	204 ?
Unique (%)	20.4%

Sample

1st row	2,00
2nd row	3,00
3rd row	2,00
4th row	2,00
5th row	3,60

Value	Count	Frequency (%)
2,00	133	13.3%
3,00	117	11.7%
4,00	112	11.2%
5,00	65	6.5%
1,00	30	3.0%
6,00	6	0.6%
5,38	6	0.6%
5,65	5	0.5%
4,15	5	0.5%
8,17	5	0.5%
Other values (325)	516	51.6%

Most occurring characters

Value	Count	Frequency (%)
0	1093	26.6%
,	1000	24.3%
2	326	7.9%
3	320	7.8%
5	286	6.9%
4	228	5.5%
1	222	5.4%
8	202	4.9%
7	201	4.9%
6	146	3.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4116	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1093	26.6%
,	1000	24.3%
2	326	7.9%
3	320	7.8%
5	286	6.9%
4	228	5.5%
1	222	5.4%
8	202	4.9%
7	201	4.9%
6	146	3.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4116	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1093	26.6%
,	1000	24.3%
2	326	7.9%
3	320	7.8%
5	286	6.9%
4	228	5.5%
1	222	5.4%
8	202	4.9%
7	201	4.9%
6	146	3.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4116	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1093	26.6%
,	1000	24.3%
2	326	7.9%
3	320	7.8%
5	286	6.9%
4	228	5.5%
1	222	5.4%
8	202	4.9%
7	201	4.9%
6	146	3.5%

Error_Triaje
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

0	851
2	104
1	45

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
0	851	85.1%
2	104	10.4%
1	45	4.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	851	85.1%
2	104	10.4%
1	45	4.5%

Most occurring characters

Value	Count	Frequency (%)
0	851	85.1%
2	104	10.4%
1	45	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	851	85.1%
2	104	10.4%
1	45	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	851	85.1%
2	104	10.4%
1	45	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1000	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	851	85.1%
2	104	10.4%
1	45	4.5%

Auto

Heatmap
Table

	BT	DBP	Disposicion	Dolor	Duracion_Estancia_Min	Edad	Error_Triaje	Estado_Mental	Grupo	Grupo_De_Error	HR	KTAS_enfermera	KTAS_experto	Lesion	Modo_Llegada	RR	SBP	Saturacion	Sexo	dolor_NRS
BT	1.000	0.003	-0.011	0.017	-0.047	-0.066	0.095	0.154	0.329	0.026	0.167	0.085	0.096	0.059	-0.015	-0.096	0.083	-0.053	0.000	0.034
DBP	0.003	1.000	-0.080	0.111	-0.109	0.000	0.050	0.127	0.182	-0.028	0.066	0.101	0.119	0.131	-0.094	0.008	0.754	0.054	0.078	0.000
Disposicion	-0.011	-0.080	1.000	0.145	0.436	0.250	0.072	0.302	0.346	0.065	0.067	0.301	0.318	0.159	0.149	0.187	-0.150	-0.120	0.045	0.024
Dolor	0.017	0.111	0.145	1.000	0.025	0.150	0.022	0.223	0.040	0.211	0.065	0.261	0.258	0.184	0.161	0.135	0.120	0.152	0.000	0.991
Duracion_Estancia_Min	-0.047	-0.109	0.436	0.025	1.000	0.249	0.000	0.000	0.129	0.060	0.042	0.035	0.015	0.000	0.150	0.322	-0.217	-0.076	0.000	0.000
Edad	-0.066	0.000	0.250	0.150	0.249	1.000	0.033	0.000	0.150	0.049	-0.065	0.124	0.121	0.220	0.009	0.085	0.066	-0.228	0.111	0.021
Error_Triaje	0.095	0.050	0.072	0.022	0.000	0.033	1.000	0.074	0.075	0.732	0.057	0.165	0.208	0.069	0.055	0.034	0.037	0.073	0.000	0.152
Estado_Mental	0.154	0.127	0.302	0.223	0.000	0.000	0.074	1.000	0.021	0.156	0.110	0.488	0.414	0.000	0.170	0.230	0.137	0.250	0.056	0.095
Grupo	0.329	0.182	0.346	0.040	0.129	0.150	0.075	0.021	1.000	0.085	0.097	0.164	0.202	0.036	0.343	0.517	0.315	1.000	0.000	0.218
Grupo_De_Error	0.026	-0.028	0.065	0.211	0.060	0.049	0.732	0.156	0.085	1.000	0.051	0.089	0.189	0.000	0.035	0.082	-0.066	0.017	0.000	0.095
HR	0.167	0.066	0.067	0.065	0.042	-0.065	0.057	0.110	0.097	0.051	1.000	0.087	0.121	0.051	0.019	0.079	0.031	-0.046	0.028	0.000
KTAS_enfermera	0.085	0.101	0.301	0.261	0.035	0.124	0.165	0.488	0.164	0.089	0.087	1.000	0.753	0.285	0.174	0.120	0.126	0.105	0.079	0.211
KTAS_experto	0.096	0.119	0.318	0.258	0.015	0.121	0.208	0.414	0.202	0.189	0.121	0.753	1.000	0.318	0.185	0.172	0.231	0.263	0.091	0.228
Lesion	0.059	0.131	0.159	0.184	0.000	0.220	0.069	0.000	0.036	0.000	0.051	0.285	0.318	1.000	0.050	0.081	0.000	0.000	0.083	0.276
Modo_Llegada	-0.015	-0.094	0.149	0.161	0.150	0.009	0.055	0.170	0.343	0.035	0.019	0.174	0.185	0.050	1.000	0.187	-0.124	-0.132	0.087	0.096
RR	-0.096	0.008	0.187	0.135	0.322	0.085	0.034	0.230	0.517	0.082	0.079	0.120	0.172	0.081	0.187	1.000	-0.116	-0.099	0.000	0.101
SBP	0.083	0.754	-0.150	0.120	-0.217	0.066	0.037	0.137	0.315	-0.066	0.031	0.126	0.231	0.000	-0.124	-0.116	1.000	0.057	0.038	0.011
Saturacion	-0.053	0.054	-0.120	0.152	-0.076	-0.228	0.073	0.250	1.000	0.017	-0.046	0.105	0.263	0.000	-0.132	-0.099	0.057	1.000	0.015	0.000
Sexo	0.000	0.078	0.045	0.000	0.000	0.111	0.000	0.056	0.000	0.000	0.028	0.079	0.091	0.083	0.087	0.000	0.038	0.015	1.000	0.000
dolor_NRS	0.034	0.000	0.024	0.991	0.000	0.021	0.152	0.095	0.218	0.095	0.000	0.211	0.228	0.276	0.096	0.101	0.011	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Grupo	Sexo	Edad	Modo_Llegada	Lesion	Queja_Principal	Estado_Mental	Dolor	dolor_NRS	SBP	DBP	HR	RR	BT	Saturacion	KTAS_enfermera	Diagnostico_En_Urgencias	Disposicion	KTAS_experto	Grupo_De_Error	Duracion_Estancia_Min	Duracion_KTAS_Min	Error_Triaje
0	2	2	49	2	1	ant. chest pain	1	1	2	150.0	90.0	92.0	20.0	36.2	98.0	2	Ischaemic chest pain	2	2	0	1591	2,00	0
1	2	2	30	4	1	headache	1	1	4	140.0	80.0	76.0	20.0	36.3	99.0	3	Subarachnoid haemorrhage, unspecified	7	3	0	211	3,00	0
2	2	1	61	3	2	ant. chest pain	1	1	3	100.0	60.0	84.0	20.0	36.4	98.0	4	Contusion of front wall of thorax	1	4	0	119	2,00	0
3	2	2	61	3	1	headache	1	1	4	120.0	70.0	76.0	20.0	36.5	99.0	4	Headache	1	3	4	414	2,00	2
4	1	2	67	3	1	fever & chill	1	0	#BOÞ!	143.0	70.0	130.0	20.0	38.1	NaN	4	Fever	1	2	1	267	3,60	2
5	2	2	77	3	1	dyspnea	1	1	3	110.0	70.0	65.0	20.0	36.5	95.0	4	Heart failure, unspecified	2	4	0	10254	4,00	0
6	1	1	74	3	1	abd pain	1	1	6	118.0	78.0	77.0	16.0	36.9	NaN	3	Parkinsonism	1	3	0	56	8,72	0
7	2	1	58	4	2	post-CPR state	4	0	#BOÞ!	140.0	80.0	122.0	NaN	36.0	90.0	1	Cardiac arrest with successful resuscitation	2	1	0	1010	2,00	0
8	2	2	58	2	1	ant. chest pain	1	1	4	140.0	90.0	60.0	20.0	36.0	99.0	2	Ischaemic chest pain	2	2	0	9619	2,00	0
9	2	2	27	2	1	LLQ pain	1	1	3	130.0	80.0	92.0	20.0	36.5	97.0	4	Unspecified abdominal pain	1	4	0	493	2,00	0

	Grupo	Sexo	Edad	Modo_Llegada	Lesion	Queja_Principal	Estado_Mental	Dolor	dolor_NRS	SBP	DBP	HR	RR	BT	Saturacion	KTAS_enfermera	Diagnostico_En_Urgencias	Disposicion	KTAS_experto	Grupo_De_Error	Duracion_Estancia_Min	Duracion_KTAS_Min	Error_Triaje
990	1	1	75	2	2	altered mentality	3	0	#BOÞ!	NaN	NaN	NaN	NaN	NaN	NaN	2	Subarachnoid hemorrhage, traumatic without open wound	2	2	0	504	6,32	0
991	1	2	28	2	2	eyebrow laceration	2	1	3	148.0	92.0	106.0	20.0	36.7	NaN	4	Laceration of face	1	4	0	207	3,22	0
992	1	2	34	2	1	abd pain	1	1	4	154.0	95.0	98.0	18.0	37.2	NaN	3	Acute gastroenteritis	1	3	0	150	4,75	0
993	1	1	74	3	1	abd pain	1	1	3	189.0	100.0	79.0	18.0	36.3	NaN	4	Symptomatic gallbladder stone without obstruction	2	4	0	561	4,82	0
994	2	1	79	4	1	right hemiparesis	1	0	#BOÞ!	160.0	100.0	64.0	20.0	36.5	94.0	3	Intracerebral haemorrhage in basal ganglia	2	2	8	244	3,00	2
995	1	2	73	4	1	fever	1	0	#BOÞ!	117.0	60.0	85.0	16.0	36.8	NaN	4	Fever	2	4	0	620	9,75	0
996	1	1	27	3	1	Suicidal Attempt	1	0	#BOÞ!	110.0	69.0	96.0	20.0	36.2	NaN	3	Suicide tendency	2	3	0	442	7,42	0
997	1	2	54	2	1	pain, chest	1	1	6	159.0	89.0	91.0	20.0	36.6	NaN	2	Gastroesophageal reflux disease	1	2	0	214	4,95	0
998	1	1	19	3	1	eye discomfort	1	0	#BOÞ!	132.0	78.0	91.0	20.0	36.5	NaN	4	Corneal erosion	1	4	0	50	3,45	0
999	1	2	29	3	1	pain, abdominal	1	1	6	137.0	92.0	58.0	18.0	37.6	NaN	3	Allergic reaction	1	3	0	116	5,97	0

Most frequently occurring

	Grupo	Sexo	Edad	Modo_Llegada	Lesion	Queja_Principal	Estado_Mental	Dolor	dolor_NRS	SBP	DBP	HR	RR	BT	Saturacion	KTAS_enfermera	Diagnostico_En_Urgencias	Disposicion	KTAS_experto	Duracion_Estancia_Min	Duracion_KTAS_Min	# duplicates
0	1	1	19	3	1	eye discomfort	1	0	#BOÞ!	132.0	78.0	91.0	20.0	36.5	NaN	4	Corneal erosion	1	4	50	3,45	2
1	1	1	22	2	2	headache	1	1	5	106.0	69.0	71.0	16.0	36.5	NaN	3	Multiple abrasion	1	3	148	6,87	2
2	1	1	27	3	1	Suicidal Attempt	1	0	#BOÞ!	110.0	69.0	96.0	20.0	36.2	NaN	3	Suicide tendency	2	3	442	7,42	2
3	1	1	28	3	1	Facial Palsy	1	0	#BOÞ!	134.0	76.0	68.0	20.0	37.0	NaN	3	Bell's palsy	1	3	75	3,07	2
4	1	1	46	3	1	pain, chest	1	1	4	153.0	67.0	67.0	18.0	36.5	NaN	3	Gastroesophageal reflux disease	1	3	96	6,98	2
5	1	1	50	3	1	???	1	0	#BOÞ!	140.0	65.0	60.0	16.0	37.0	NaN	3	Depression	2	3	172	13,68	2
6	1	1	57	3	1	Discomfort, Chest	1	1	4	151.0	77.0	79.0	20.0	36.9	NaN	3	Depression	1	3	163	6,35	2
7	1	1	61	3	1	????	1	1	3	90.0	53.0	109.0	16.0	37.0	NaN	5	Rash	2	5	291	6,92	2
8	1	1	74	3	1	abd pain	1	1	3	189.0	100.0	79.0	18.0	36.3	NaN	4	Symptomatic gallbladder stone without obstruction	2	4	561	4,82	2
9	1	1	75	2	2	altered mentality	3	0	#BOÞ!	NaN	NaN	NaN	NaN	NaN	NaN	2	Subarachnoid hemorrhage, traumatic without open wound	2	2	504	6,32	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters